Mathematical Reasoning on Mathematical Benchmarks
74.3AIME 24 ScoreSeed
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SeedData@Step=Seed@240, Setting=(C) Training on Qwen3-8B(Thinking)2026.01 | 74.3 | 62.9 | 71.4 | 42.8 | 96.2 | — | |
| EvolveData@Step=Evolve@240, Setting=(C) Training on Qwen3-8B(Thinking)2026.01 | 74.1 | 65.5 | 70.9 | 42 | 96.3 | 0.2 | |
| Qwen3-8B(Thinking)Setting=(C) Training on Qwen3-8B(Thinking)2026.01 | 71.7 | 63.2 | 68.7 | 40.9 | 96.1 | — | |
| +SSLogic-EvolveData@Step=+SSLogic-Evolve@240, Setting=(B) Synergistic Mathematical Training with Data-Mixing Ladder2026.01 | 29.7 | 22.4 | 37 | 13 | 87.8 | 5.4 | |
| +SSLogic-EvolveData@Step=+SSLogic-Evolve@200, Setting=(B) Synergistic Mathematical Training with Data-Mixing Ladder2026.01 | 27 | 21 | 36 | 12.4 | 85.5 | 3.7 | |
| AIMEData@Step=AIME@240, Setting=(B) Synergistic Mathematical Training with Data-Mixing Ladder2026.01 | 26.5 | 15.2 | 30.4 | 7.2 | 83.5 | — | |
| AIMEData@Step=AIME@200, Setting=(B) Synergistic Mathematical Training with Data-Mixing Ladder2026.01 | 25.6 | 15.6 | 30.8 | 7.9 | 83.4 | — | |
| +SSLogic-EvolveData@Step=+SSLogic-Evolve@160, Setting=(B) Synergistic Mathematical Training with Data-Mixing Ladder2026.01 | 25.2 | 19.2 | 34.2 | 10.8 | 86.6 | 3 | |
| AIMEData@Step=AIME@160, Setting=(B) Synergistic Mathematical Training with Data-Mixing Ladder2026.01 | 24.1 | 16.1 | 29.2 | 7.7 | 83.8 | — | |
| +ARC-AGI+EvolveData@Step=+ARC-AGI+Evolve@240, Setting=(B) Synergistic Mathematical Training with Data-Mixing Ladder2026.01 | 18.4 | 14.7 | 26.4 | 3.6 | 81.2 | -3.7 | |
| EvolveData@Step=Evolve@240, Setting=(A) Seed vs. Evolve under Fixed Training Steps2026.01 | 17.3 | 14 | 25.6 | 4.4 | 80.8 | 3 | |
| EvolveData@Step=Evolve@200, Setting=(A) Seed vs. Evolve under Fixed Training Steps2026.01 | 16.9 | 13.2 | 23 | 3.6 | 79.3 | 1.9 | |
| +ARC-AGI+EvolveData@Step=+ARC-AGI+Evolve@200, Setting=(B) Synergistic Mathematical Training with Data-Mixing Ladder2026.01 | 16.5 | 14.6 | 24.2 | 3.1 | 79.9 | -5 | |
| +ARC-AGI+EvolveData@Step=+ARC-AGI+Evolve@160, Setting=(B) Synergistic Mathematical Training with Data-Mixing Ladder2026.01 | 15.9 | 14.9 | 26.7 | 4 | 80.1 | -3.9 | |
| EvolveData@Step=Evolve@160, Setting=(A) Seed vs. Evolve under Fixed Training Steps2026.01 | 15.7 | 12.9 | 23.5 | 3.6 | 79.1 | 1.7 | |
| SeedData@Step=Seed@200, Setting=(A) Seed vs. Evolve under Fixed Training Steps2026.01 | 14.1 | 11.3 | 21.5 | 2.8 | 77 | — | |
| SeedData@Step=Seed@240, Setting=(A) Seed vs. Evolve under Fixed Training Steps2026.01 | 13.8 | 11 | 21.9 | 3.2 | 77.1 | — | |
| SeedData@Step=Seed@160, Setting=(A) Seed vs. Evolve under Fixed Training Steps2026.01 | 13.2 | 11.2 | 21.4 | 2.6 | 77.9 | — | |
| Qwen3-8B-BaseSetting=(C) Training on Qwen3-8B(Thinking)2026.01 | 6.8 | 5.6 | 11.8 | 0.8 | 60.4 | — |